Overview

Brought to you by YData

Dataset statistics

Number of variables	59
Number of observations	14216
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	31.7 MiB
Average record size in memory	2.3 KiB

Variable types

Numeric	5
Categorical	22
Text	7
DateTime	11
Unsupported	13
Boolean	1

Alerts

`Site Code` has constant value "20"	Constant
`Cancellation Reason on Surgery Day` has constant value ""	Constant
`Readmission` has constant value "0"	Constant
`No Show` has constant value "False"	Constant
`Activity Code` is highly overall correlated with `Activity Type Code`	High correlation
`Activity Type Code` is highly overall correlated with `Activity Code`	High correlation
`Actual Operating Room Number` is highly overall correlated with `Planned Operating Room Number`	High correlation
`Actual Surgery Room Entry Time_Minutes` is highly overall correlated with `Administrative Admission Time_Minutes` and 9 other fields	High correlation
`Administrative Admission Time_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 6 other fields	High correlation
`Anesthesia Code` is highly overall correlated with `Type of Anesthesia`	High correlation
`Closure Time_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 9 other fields	High correlation
`End of Surgery Time (Exit from OR)_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 9 other fields	High correlation
`Incision Time_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 9 other fields	High correlation
`Planned End Time for Doctor Block_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 6 other fields	High correlation
`Planned Operating Room Number` is highly overall correlated with `Actual Operating Room Number`	High correlation
`Planned Start Time for Doctor Block_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 6 other fields	High correlation
`Planned Surgery Time_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 9 other fields	High correlation
`Pre-Surgical Admission Time Before Surgery_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 9 other fields	High correlation
`Recovery Room Entry Time_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 9 other fields	High correlation
`Recovery Room Exit Time_Minutes` is highly overall correlated with `Actual Surgery Room Entry Time_Minutes` and 6 other fields	High correlation
`Type of Anesthesia` is highly overall correlated with `Anesthesia Code`	High correlation
`Anesthesia Code` is highly imbalanced (77.6%)	Imbalance
`Type of Anesthesia` is highly imbalanced (77.6%)	Imbalance
`Activity Code` is highly skewed (γ1 = 119.2237364)	Skewed
`patient_id` has unique values	Unique
`strict_signature` has unique values	Unique
`Planned Surgery Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Administrative Admission Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Pre-Surgery Hospitalization Admission Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Pre-Surgical Admission Time Before Surgery` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Actual Surgery Room Entry Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Incision Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Closure Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`End of Surgery Time (Exit from OR)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Recovery Room Entry Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Recovery Room Exit Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Post-Surgery Discharge Time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Planned Start Time for Doctor Block` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Planned End Time for Doctor Block` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2025-04-20 18:17:33.111626
Analysis finished	2025-04-20 18:20:36.513972
Duration	3 minutes and 3.4 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

patient_id
Real number (ℝ)

Unique

Distinct	14216
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21800.211

Minimum	1
Maximum	44045
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	222.1 KiB

Quantile statistics

Minimum	1
5-th percentile	2553.5
Q1	11659.75
median	21994.5
Q3	32703.25
95-th percentile	40265.5
Maximum	44045
Range	44044
Interquartile range (IQR)	21043.5

Descriptive statistics

Standard deviation	12226.126
Coefficient of variation (CV)	0.56082601
Kurtosis	-1.2172491
Mean	21800.211
Median Absolute Deviation (MAD)	10525
Skewness	-0.062229152
Sum	3.099118 × 10⁸
Variance	1.4947815 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
44045	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
26	1	< 0.1%
38	1	< 0.1%
39	1	< 0.1%
43921	1	< 0.1%
43912	1	< 0.1%
Other values (14206)	14206	99.9%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
26	1	< 0.1%
38	1	< 0.1%
39	1	< 0.1%
40	1	< 0.1%
41	1	< 0.1%
42	1	< 0.1%

Value	Count	Frequency (%)
44045	1	< 0.1%
44042	1	< 0.1%
44037	1	< 0.1%
44031	1	< 0.1%
44028	1	< 0.1%
44027	1	< 0.1%
44016	1	< 0.1%
44007	1	< 0.1%
44006	1	< 0.1%
44003	1	< 0.1%

Site Code
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	930.1 KiB

20	14216

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	28432
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20
2nd row	20
3rd row	20
4th row	20
5th row	20

Common Values

Value	Count	Frequency (%)
20	14216	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20	14216	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	14216	50.0%
0	14216	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28432	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	14216	50.0%
0	14216	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28432	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	14216	50.0%
0	14216	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28432	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	14216	50.0%
0	14216	50.0%

Main Surgeon Code
Text

Distinct	495
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	973.6 KiB

Length

Max length	15
Median length	5
Mean length	5.1310495
Min length	4

Characters and Unicode

Total characters	72943
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	83 ?
Unique (%)	0.6%

Sample

1st row	-999, 30817
2nd row	-999, 18731
3rd row	-999, 18796
4th row	-999, 31448
5th row	-999, 23054

Value	Count	Frequency (%)
19311	460	3.2%
20044	312	2.2%
19937	231	1.6%
20636	227	1.6%
23095	209	1.5%
22241	188	1.3%
27437	157	1.1%
27134	156	1.1%
17276	154	1.1%
18172	150	1.1%
Other values (478)	11980	84.2%

Most occurring characters

Value	Count	Frequency (%)
1	12977	17.8%
2	11379	15.6%
3	9241	12.7%
7	6262	8.6%
4	6205	8.5%
9	5917	8.1%
0	5590	7.7%
6	5395	7.4%
5	5153	7.1%
8	4803	6.6%
Other values (3)	21	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	72943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	12977	17.8%
2	11379	15.6%
3	9241	12.7%
7	6262	8.6%
4	6205	8.5%
9	5917	8.1%
0	5590	7.7%
6	5395	7.4%
5	5153	7.1%
8	4803	6.6%
Other values (3)	21	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	72943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	12977	17.8%
2	11379	15.6%
3	9241	12.7%
7	6262	8.6%
4	6205	8.5%
9	5917	8.1%
0	5590	7.7%
6	5395	7.4%
5	5153	7.1%
8	4803	6.6%
Other values (3)	21	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	72943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	12977	17.8%
2	11379	15.6%
3	9241	12.7%
7	6262	8.6%
4	6205	8.5%
9	5917	8.1%
0	5590	7.7%
6	5395	7.4%
5	5153	7.1%
8	4803	6.6%
Other values (3)	21	< 0.1%

Activity Code
Real number (ℝ)

High correlation Skewed

Distinct	357
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.347863

Minimum	1.2
Maximum	364308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	222.1 KiB

Quantile statistics

Minimum	1.2
5-th percentile	22.091
Q1	51.23
median	57.321
Q3	80.25
95-th percentile	85.432
Maximum	364308
Range	364306.8
Interquartile range (IQR)	29.02

Descriptive statistics

Standard deviation	3055.0439
Coefficient of variation (CV)	35.795201
Kurtosis	14214.866
Mean	85.347863
Median Absolute Deviation (MAD)	11.87
Skewness	119.22374
Sum	1213305.2
Variance	9333293.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51.23	789	5.6%
81.54	646	4.5%
60.2	544	3.8%
85.432	530	3.7%
53	485	3.4%
57	474	3.3%
42.3	429	3.0%
54.01	428	3.0%
81.01	414	2.9%
65.21	406	2.9%
Other values (347)	9071	63.8%

Value	Count	Frequency (%)
1.2	3	< 0.1%
2.3	7	< 0.1%
3.4	15	0.1%
4.43	16	0.1%
4.431	2	< 0.1%
4.433	3	< 0.1%
4.46	4	< 0.1%
4.49	1	< 0.1%
4.5	17	0.1%
4.84	1	< 0.1%

Value	Count	Frequency (%)
364308	1	< 0.1%
98.55	87	0.6%
98.52	2	< 0.1%
98.51	9	0.1%
97.71	1	< 0.1%
96.23	2	< 0.1%
86.833	1	< 0.1%
86.83	13	0.1%
86.82	1	< 0.1%
86.4	20	0.1%

Activity Type Code
Categorical

High correlation

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	929.9 KiB

12	5482
15	2652
17	2195
22	1923
19	1498
Other values (8)	466

Length

Max length	3
Median length	2
Mean length	1.9829769
Min length	1

Characters and Unicode

Total characters	28190
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	15
2nd row	22
3rd row	22
4th row	22
5th row	22

Common Values

Value	Count	Frequency (%)
12	5482	38.6%
15	2652	18.7%
17	2195	15.4%
22	1923	13.5%
19	1498	10.5%
8	246	1.7%
51	102	0.7%
14	42	0.3%
13	37	0.3%
20	30	0.2%
Other values (3)	9	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
12	5482	38.6%
15	2652	18.7%
17	2195	15.4%
22	1923	13.5%
19	1498	10.5%
8	246	1.7%
51	102	0.7%
14	42	0.3%
13	37	0.3%
20	30	0.2%
Other values (3)	9	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	12015	42.6%
2	9358	33.2%
5	2758	9.8%
7	2195	7.8%
9	1503	5.3%
8	246	0.9%
3	43	0.2%
4	42	0.1%
0	30	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28190	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	12015	42.6%
2	9358	33.2%
5	2758	9.8%
7	2195	7.8%
9	1503	5.3%
8	246	0.9%
3	43	0.2%
4	42	0.1%
0	30	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28190	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	12015	42.6%
2	9358	33.2%
5	2758	9.8%
7	2195	7.8%
9	1503	5.3%
8	246	0.9%
3	43	0.2%
4	42	0.1%
0	30	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28190	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	12015	42.6%
2	9358	33.2%
5	2758	9.8%
7	2195	7.8%
9	1503	5.3%
8	246	0.9%
3	43	0.2%
4	42	0.1%
0	30	0.1%

Planned SU Time (Large/Medium/Small)
Categorical

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	956.4 KiB

20.0	9132
0.0	776
18.0	455
15.0	443
17.0	442
Other values (17)	2968

Length

Max length	4
Median length	4
Mean length	3.8932893
Min length	0

Characters and Unicode

Total characters	55347
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20.0
2nd row	20.0
3rd row	0.0
4th row	20.0
5th row	20.0

Common Values

Value	Count	Frequency (%)
20.0	9132	64.2%
0.0	776	5.5%
18.0	455	3.2%
15.0	443	3.1%
17.0	442	3.1%
16.0	433	3.0%
19.0	416	2.9%
14.0	402	2.8%
13.0	352	2.5%
12.0	314	2.2%
Other values (12)	1051	7.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20.0	9132	64.5%
0.0	776	5.5%
18.0	455	3.2%
15.0	443	3.1%
17.0	442	3.1%
16.0	433	3.1%
19.0	416	2.9%
14.0	402	2.8%
13.0	352	2.5%
12.0	314	2.2%
Other values (11)	1002	7.1%

Most occurring characters

Value	Count	Frequency (%)
0	24274	43.9%
.	14167	25.6%
2	9468	17.1%
1	3997	7.2%
9	564	1.0%
8	562	1.0%
7	517	0.9%
6	504	0.9%
5	483	0.9%
4	436	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	55347	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	24274	43.9%
.	14167	25.6%
2	9468	17.1%
1	3997	7.2%
9	564	1.0%
8	562	1.0%
7	517	0.9%
6	504	0.9%
5	483	0.9%
4	436	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	55347	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	24274	43.9%
.	14167	25.6%
2	9468	17.1%
1	3997	7.2%
9	564	1.0%
8	562	1.0%
7	517	0.9%
6	504	0.9%
5	483	0.9%
4	436	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	55347	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	24274	43.9%
.	14167	25.6%
2	9468	17.1%
1	3997	7.2%
9	564	1.0%
8	562	1.0%
7	517	0.9%
6	504	0.9%
5	483	0.9%
4	436	0.8%

Pre-Surgery Patient File (External)
Real number (ℝ)

Distinct	14205
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23743921

Minimum	23306822
Maximum	85473977
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	222.1 KiB

Quantile statistics

Minimum	23306822
5-th percentile	23449474
Q1	23453243
median	23458027
Q3	23462767
95-th percentile	23466648
Maximum	85473977
Range	62167155
Interquartile range (IQR)	9524.5

Descriptive statistics

Standard deviation	3344346.5
Coefficient of variation (CV)	0.14085064
Kurtosis	138.2271
Mean	23743921
Median Absolute Deviation (MAD)	4760.5
Skewness	11.741042
Sum	3.3754358 × 10¹¹
Variance	1.1184653 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23463626	2	< 0.1%
23463502	2	< 0.1%
23463633	2	< 0.1%
23463305	2	< 0.1%
23463352	2	< 0.1%
23463571	2	< 0.1%
23463577	2	< 0.1%
23463480	2	< 0.1%
23455521	2	< 0.1%
23463698	2	< 0.1%
Other values (14195)	14196	99.9%

Value	Count	Frequency (%)
23306822	1	< 0.1%
23316619	1	< 0.1%
23322684	1	< 0.1%
23323171	1	< 0.1%
23323482	1	< 0.1%
23445489	1	< 0.1%
23446072	1	< 0.1%
23446441	1	< 0.1%
23447029	1	< 0.1%
23447085	1	< 0.1%

Value	Count	Frequency (%)
85473977	1	< 0.1%
85471171	1	< 0.1%
69503618	1	< 0.1%
62463788	1	< 0.1%
62463754	1	< 0.1%
62463655	1	< 0.1%
62463590	1	< 0.1%
62463525	1	< 0.1%
62463386	1	< 0.1%
62463339	1	< 0.1%

Pre-Surgery Admission Date
Date

Distinct	282
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2009-10-29 00:00:00
Maximum	2017-12-28 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Height
Text

Distinct	95
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	955.2 KiB

Length

Max length	5
Median length	4
Mean length	3.8017727
Min length	0

Characters and Unicode

Total characters	54046
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	0.2%

Sample

1st row	1.57
2nd row	1.7
3rd row	1.65
4th row	1.65
5th row	1.65

Value	Count	Frequency (%)
1.7	999	7.0%
1.6	933	6.6%
1.65	802	5.7%
1.68	650	4.6%
1.62	599	4.2%
1.8	554	3.9%
1.64	547	3.9%
1.75	536	3.8%
1.78	529	3.7%
1.72	513	3.6%
Other values (84)	7532	53.1%

Most occurring characters

Value	Count	Frequency (%)
1	14836	27.5%
.	14194	26.3%
6	6517	12.1%
7	5651	10.5%
5	4072	7.5%
8	3448	6.4%
2	1527	2.8%
4	1425	2.6%
3	1355	2.5%
9	1003	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	54046	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	14836	27.5%
.	14194	26.3%
6	6517	12.1%
7	5651	10.5%
5	4072	7.5%
8	3448	6.4%
2	1527	2.8%
4	1425	2.6%
3	1355	2.5%
9	1003	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	54046	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	14836	27.5%
.	14194	26.3%
6	6517	12.1%
7	5651	10.5%
5	4072	7.5%
8	3448	6.4%
2	1527	2.8%
4	1425	2.6%
3	1355	2.5%
9	1003	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	54046	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	14836	27.5%
.	14194	26.3%
6	6517	12.1%
7	5651	10.5%
5	4072	7.5%
8	3448	6.4%
2	1527	2.8%
4	1425	2.6%
3	1355	2.5%
9	1003	1.9%

Weight
Text

Distinct	323
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	959.7 KiB

Length

Max length	7
Median length	4
Mean length	4.1290799
Min length	0

Characters and Unicode

Total characters	58699
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	146 ?
Unique (%)	1.0%

Sample

1st row	63.0
2nd row	79.0
3rd row	76.0
4th row	80.0
5th row	56.0

Value	Count	Frequency (%)
80.0	579	4.1%
70.0	519	3.7%
75.0	450	3.2%
65.0	380	2.7%
85.0	375	2.6%
90.0	371	2.6%
60.0	363	2.6%
72.0	348	2.5%
82.0	332	2.3%
78.0	331	2.3%
Other values (312)	10146	71.5%

Most occurring characters

Value	Count	Frequency (%)
0	17303	29.5%
.	14194	24.2%
7	4610	7.9%
8	4243	7.2%
6	3962	6.7%
5	3580	6.1%
1	3409	5.8%
9	2682	4.6%
2	1732	3.0%
4	1627	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	58699	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	17303	29.5%
.	14194	24.2%
7	4610	7.9%
8	4243	7.2%
6	3962	6.7%
5	3580	6.1%
1	3409	5.8%
9	2682	4.6%
2	1732	3.0%
4	1627	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	58699	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	17303	29.5%
.	14194	24.2%
7	4610	7.9%
8	4243	7.2%
6	3962	6.7%
5	3580	6.1%
1	3409	5.8%
9	2682	4.6%
2	1732	3.0%
4	1627	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	58699	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	17303	29.5%
.	14194	24.2%
7	4610	7.9%
8	4243	7.2%
6	3962	6.7%
5	3580	6.1%
1	3409	5.8%
9	2682	4.6%
2	1732	3.0%
4	1627	2.8%

Patient Age (on Surgery Day)
Real number (ℝ)

Distinct	85
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.429094

Minimum	-4
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	222.1 KiB

Quantile statistics

Minimum	-4
5-th percentile	27
Q1	44
median	57
Q3	68
95-th percentile	78
Maximum	100
Range	104
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	15.60156
Coefficient of variation (CV)	0.2814688
Kurtosis	-0.53765177
Mean	55.429094
Median Absolute Deviation (MAD)	11
Skewness	-0.36209426
Sum	787980
Variance	243.40869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	438	3.1%
66	420	3.0%
65	405	2.8%
67	393	2.8%
68	384	2.7%
69	383	2.7%
71	377	2.7%
64	363	2.6%
63	329	2.3%
72	325	2.3%
Other values (75)	10399	73.1%

Value	Count	Frequency (%)
-4	1	< 0.1%
13	2	< 0.1%
14	1	< 0.1%
15	2	< 0.1%
16	27	0.2%
17	46	0.3%
18	76	0.5%
19	53	0.4%
20	37	0.3%
21	49	0.3%

Value	Count	Frequency (%)
100	1	< 0.1%
97	1	< 0.1%
95	2	< 0.1%
93	2	< 0.1%
92	2	< 0.1%
91	2	< 0.1%
90	7	< 0.1%
89	9	0.1%
88	22	0.2%
87	21	0.1%

Background Diseases/Diagnoses
Text

Distinct	12687
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Memory size	3.0 MiB

Length

Max length	688
Median length	381
Mean length	69.4713
Min length	0

Characters and Unicode

Total characters	987604
Distinct characters	121
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12156 ?
Unique (%)	85.5%

Sample

1st row	Asthma PSORIATIC ARTHRITIS, severe arthritis
2nd row	BRCA possitive, Diabetes mellitus Hypercholesterolemia 2005 נונהודג'קין - טופלה בהקרנות 2008 הישנות של למפומה בירך שמאל - טופלה בכימו 2010 הישנות בירך עברה השתלת מח עצם עצמית נשאות של BRCA 2013 MI - יש אישור של קרדיולוג
3rd row	OVARIA CYST, ovarian polycystic חסימה בחצוצרה ימנית
4th row	Depressive disorder POLYCYSTIC OVARIES, נשאית BRCA1
5th row	Hypothyroidism Osteoporosis סרטן שד עברה כימו 2017, Lap B.S.O.

Value	Count	Frequency (%)
	5193	4.0%
hypertension	4340	3.3%
hypercholesterolemia	2450	1.9%
diabetes	2257	1.7%
mellitus	2248	1.7%
of	1818	1.4%
hyperlipidemia	1522	1.2%
breast	1333	1.0%
hernia	1306	1.0%
rt	1286	1.0%
Other values (13648)	105936	81.7%

Most occurring characters

Value	Count	Frequency (%)
	134514	13.6%
e	49281	5.0%
i	37684	3.8%
r	30074	3.0%
t	29852	3.0%
s	29814	3.0%
o	27530	2.8%
I	25605	2.6%
a	25401	2.6%
A	23780	2.4%
Other values (111)	574069	58.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	987604	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	134514	13.6%
e	49281	5.0%
i	37684	3.8%
r	30074	3.0%
t	29852	3.0%
s	29814	3.0%
o	27530	2.8%
I	25605	2.6%
a	25401	2.6%
A	23780	2.4%
Other values (111)	574069	58.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	987604	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	134514	13.6%
e	49281	5.0%
i	37684	3.8%
r	30074	3.0%
t	29852	3.0%
s	29814	3.0%
o	27530	2.8%
I	25605	2.6%
a	25401	2.6%
A	23780	2.4%
Other values (111)	574069	58.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	987604	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	134514	13.6%
e	49281	5.0%
i	37684	3.8%
r	30074	3.0%
t	29852	3.0%
s	29814	3.0%
o	27530	2.8%
I	25605	2.6%
a	25401	2.6%
A	23780	2.4%
Other values (111)	574069	58.1%

Planned Surgery Date
Date

Distinct	298
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Planned Surgery Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Surgery Admission Date
Date

Distinct	298
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Administrative Admission Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Planned Operating Room Number
Categorical

High correlation

Distinct	28
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	999.6 KiB

20010.0	1319
20012.0	1268
20009.0	1177
20011.0	1175
20002.0	972
Other values (23)	8305

Length

Max length	16
Median length	7
Mean length	7.0040799
Min length	6

Characters and Unicode

Total characters	99570
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	20002.0
2nd row	20009.0
3rd row	20010.0
4th row	20003.0
5th row	20001.0

Common Values

Value	Count	Frequency (%)
20010.0	1319	9.3%
20012.0	1268	8.9%
20009.0	1177	8.3%
20011.0	1175	8.3%
20002.0	972	6.8%
20006.0	958	6.7%
20003.0	939	6.6%
20001.0	917	6.5%
20007.0	896	6.3%
20004.0	877	6.2%
Other values (18)	3718	26.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20010.0	1321	9.3%
20012.0	1271	8.9%
20009.0	1179	8.3%
20011.0	1175	8.3%
20002.0	973	6.8%
20006.0	959	6.7%
20003.0	941	6.6%
20001.0	919	6.5%
20007.0	897	6.3%
20004.0	878	6.2%
Other values (10)	3713	26.1%

Most occurring characters

Value	Count	Frequency (%)
0	51715	51.9%
2	16445	16.5%
.	14226	14.3%
1	8502	8.5%
6	1668	1.7%
4	1623	1.6%
5	1554	1.6%
3	1444	1.5%
9	1275	1.3%
7	897	0.9%
Other values (4)	221	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	99570	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	51715	51.9%
2	16445	16.5%
.	14226	14.3%
1	8502	8.5%
6	1668	1.7%
4	1623	1.6%
5	1554	1.6%
3	1444	1.5%
9	1275	1.3%
7	897	0.9%
Other values (4)	221	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	99570	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	51715	51.9%
2	16445	16.5%
.	14226	14.3%
1	8502	8.5%
6	1668	1.7%
4	1623	1.6%
5	1554	1.6%
3	1444	1.5%
9	1275	1.3%
7	897	0.9%
Other values (4)	221	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	99570	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	51715	51.9%
2	16445	16.5%
.	14226	14.3%
1	8502	8.5%
6	1668	1.7%
4	1623	1.6%
5	1554	1.6%
3	1444	1.5%
9	1275	1.3%
7	897	0.9%
Other values (4)	221	0.2%

Pre-Surgery Hospitalization Admission Date
Date

Distinct	270
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-28 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Pre-Surgery Hospitalization Admission Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Pre-Surgical Admission Time Before Surgery
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Surgical Team Codes
Text

Distinct	10367
Distinct (%)	72.9%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	122
Median length	106
Mean length	58.969119
Min length	0

Characters and Unicode

Total characters	838305
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8090 ?
Unique (%)	56.9%

Sample

1st row	126.0, 30817.0, 315.0, 321566226.0, 33535543.0, 33724626.0, 8.0
2nd row
3rd row	142.0, 16096.0, 16415572.0, 18796.0, 314291626.0, 57475287.0
4th row	101.0, 171.0, 314421264.0, 31448.0, 315.0, 322138181.0
5th row

Value	Count	Frequency (%)
8.0	878	1.0%
190.0	859	1.0%
324757558.0	786	0.9%
139.0	745	0.9%
203.0	738	0.9%
171.0	730	0.9%
174.0	719	0.9%
303327142.0	712	0.8%
40852204.0	698	0.8%
306897638.0	662	0.8%
Other values (964)	76624	91.1%

Most occurring characters

Value	Count	Frequency (%)
0	135732	16.2%
.	84151	10.0%
3	84028	10.0%
1	74884	8.9%
2	70989	8.5%
	70167	8.4%
,	70167	8.4%
7	43518	5.2%
6	42370	5.1%
5	41793	5.0%
Other values (3)	120506	14.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	838305	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	135732	16.2%
.	84151	10.0%
3	84028	10.0%
1	74884	8.9%
2	70989	8.5%
	70167	8.4%
,	70167	8.4%
7	43518	5.2%
6	42370	5.1%
5	41793	5.0%
Other values (3)	120506	14.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	838305	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	135732	16.2%
.	84151	10.0%
3	84028	10.0%
1	74884	8.9%
2	70989	8.5%
	70167	8.4%
,	70167	8.4%
7	43518	5.2%
6	42370	5.1%
5	41793	5.0%
Other values (3)	120506	14.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	838305	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	135732	16.2%
.	84151	10.0%
3	84028	10.0%
1	74884	8.9%
2	70989	8.5%
	70167	8.4%
,	70167	8.4%
7	43518	5.2%
6	42370	5.1%
5	41793	5.0%
Other values (3)	120506	14.4%

Anesthesiologist Code
Real number (ℝ)

Distinct	73
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2049.7617

Minimum	0
Maximum	4058
Zeros	57
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	222.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1223
Q1	1679
median	2064
Q3	2284
95-th percentile	2972
Maximum	4058
Range	4058
Interquartile range (IQR)	605

Descriptive statistics

Standard deviation	512.98355
Coefficient of variation (CV)	0.25026497
Kurtosis	1.9981135
Mean	2049.7617
Median Absolute Deviation (MAD)	242
Skewness	0.44132268
Sum	29139413
Variance	263152.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2074	523	3.7%
2065	459	3.2%
2827	435	3.1%
2021	431	3.0%
2546	427	3.0%
1643	425	3.0%
1667	422	3.0%
2050	404	2.8%
2064	397	2.8%
1884	387	2.7%
Other values (63)	9906	69.7%

Value	Count	Frequency (%)
0	57	0.4%
871	17	0.1%
887	64	0.5%
1172	81	0.6%
1182	4	< 0.1%
1219	348	2.4%
1223	279	2.0%
1382	24	0.2%
1389	259	1.8%
1407	326	2.3%

Value	Count	Frequency (%)
4058	3	< 0.1%
3739	140	1.0%
3590	170	1.2%
3389	4	< 0.1%
3249	329	2.3%
2972	119	0.8%
2827	435	3.1%
2705	1	< 0.1%
2622	4	< 0.1%
2581	86	0.6%

Anesthesia Code
Categorical

High correlation Imbalance

Distinct	45
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	955.2 KiB

1.0	11592
4.0	835
13.0, 4.0	630
1.0, 12.0	494
1.0, 18.0	139
Other values (40)	526

Length

Max length	21
Median length	3
Mean length	3.8061339
Min length	0

Characters and Unicode

Total characters	54108
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	11592	81.5%
4.0	835	5.9%
13.0, 4.0	630	4.4%
1.0, 12.0	494	3.5%
1.0, 18.0	139	1.0%
13.0, 18.0	124	0.9%
12.0, 13.0, 4.0	98	0.7%
1.0, 4.0	75	0.5%
13.0	34	0.2%
18.0	20	0.1%
Other values (35)	175	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1.0	12366	76.8%
4.0	1717	10.7%
13.0	970	6.0%
12.0	654	4.1%
18.0	326	2.0%
17.0	41	0.3%
3.0	27	0.2%
20.0	4	< 0.1%
31.0	1	< 0.1%
16.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	16112	29.8%
.	16108	29.8%
1	14359	26.5%
	1893	3.5%
,	1893	3.5%
4	1717	3.2%
3	998	1.8%
2	659	1.2%
8	326	0.6%
7	42	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	54108	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	16112	29.8%
.	16108	29.8%
1	14359	26.5%
	1893	3.5%
,	1893	3.5%
4	1717	3.2%
3	998	1.8%
2	659	1.2%
8	326	0.6%
7	42	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	54108	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	16112	29.8%
.	16108	29.8%
1	14359	26.5%
	1893	3.5%
,	1893	3.5%
4	1717	3.2%
3	998	1.8%
2	659	1.2%
8	326	0.6%
7	42	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	54108	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	16112	29.8%
.	16108	29.8%
1	14359	26.5%
	1893	3.5%
,	1893	3.5%
4	1717	3.2%
3	998	1.8%
2	659	1.2%
8	326	0.6%
7	42	0.1%

Type of Anesthesia
Categorical

High correlation Imbalance

Distinct	45
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	1013.5 KiB

General	11592
Spinal	835
Sedation, Spinal	630
Block, General	494
General, Local	139
Other values (40)	526

Length

Max length	34
Median length	7
Mean length	8.0021103
Min length	0

Characters and Unicode

Total characters	113758
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

1st row	General
2nd row	General
3rd row	General
4th row	General
5th row	General

Common Values

Value	Count	Frequency (%)
General	11592	81.5%
Spinal	835	5.9%
Sedation, Spinal	630	4.4%
Block, General	494	3.5%
General, Local	139	1.0%
Local, Sedation	124	0.9%
Block, Sedation, Spinal	98	0.7%
General, Spinal	75	0.5%
Sedation	34	0.2%
Local	20	0.1%
Other values (35)	175	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
general	12366	76.7%
spinal	1717	10.7%
sedation	971	6.0%
block	654	4.1%
local	326	2.0%
mac	41	0.3%
epidural	27	0.2%
without	4	< 0.1%
anesthesia	4	< 0.1%
sub	1	< 0.1%
Other values (3)	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	25712	22.6%
a	15419	13.6%
l	15092	13.3%
n	15059	13.2%
r	12393	10.9%
G	12366	10.9%
i	2724	2.4%
S	2689	2.4%
o	1957	1.7%
	1899	1.7%
Other values (20)	8448	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	113758	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	25712	22.6%
a	15419	13.6%
l	15092	13.3%
n	15059	13.2%
r	12393	10.9%
G	12366	10.9%
i	2724	2.4%
S	2689	2.4%
o	1957	1.7%
	1899	1.7%
Other values (20)	8448	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	113758	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	25712	22.6%
a	15419	13.6%
l	15092	13.3%
n	15059	13.2%
r	12393	10.9%
G	12366	10.9%
i	2724	2.4%
S	2689	2.4%
o	1957	1.7%
	1899	1.7%
Other values (20)	8448	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	113758	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	25712	22.6%
a	15419	13.6%
l	15092	13.3%
n	15059	13.2%
r	12393	10.9%
G	12366	10.9%
i	2724	2.4%
S	2689	2.4%
o	1957	1.7%
	1899	1.7%
Other values (20)	8448	7.4%

Cancellation Reason on Surgery Day
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	902.4 KiB

	14216

Length

Max length	0
Median length	0
Mean length	0
Min length	0

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

Value	Count	Frequency (%)
	14216	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Actual Operating Room Number
Categorical

High correlation

Distinct	18
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	971.8 KiB

20010	1289
20012	1266
20009	1179
20011	1151
20002	966
Other values (13)	8365

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	71080
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	20002
2nd row	20009
3rd row	20014
4th row	20002
5th row	20002

Common Values

Value	Count	Frequency (%)
20010	1289	9.1%
20012	1266	8.9%
20009	1179	8.3%
20011	1151	8.1%
20002	966	6.8%
20001	958	6.7%
20003	944	6.6%
20006	931	6.5%
20007	891	6.3%
20005	861	6.1%
Other values (8)	3780	26.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20010	1289	9.1%
20012	1266	8.9%
20009	1179	8.3%
20011	1151	8.1%
20002	966	6.8%
20001	958	6.7%
20003	944	6.6%
20006	931	6.5%
20007	891	6.3%
20005	861	6.1%
Other values (8)	3780	26.6%

Most occurring characters

Value	Count	Frequency (%)
0	37482	52.7%
2	16455	23.1%
1	8557	12.0%
6	1701	2.4%
4	1613	2.3%
5	1559	2.2%
3	1472	2.1%
9	1179	1.7%
7	891	1.3%
8	171	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	71080	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	37482	52.7%
2	16455	23.1%
1	8557	12.0%
6	1701	2.4%
4	1613	2.3%
5	1559	2.2%
3	1472	2.1%
9	1179	1.7%
7	891	1.3%
8	171	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	71080	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	37482	52.7%
2	16455	23.1%
1	8557	12.0%
6	1701	2.4%
4	1613	2.3%
5	1559	2.2%
3	1472	2.1%
9	1179	1.7%
7	891	1.3%
8	171	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	71080	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	37482	52.7%
2	16455	23.1%
1	8557	12.0%
6	1701	2.4%
4	1613	2.3%
5	1559	2.2%
3	1472	2.1%
9	1179	1.7%
7	891	1.3%
8	171	0.2%

Actual Surgery Room Entry Date
Date

Distinct	298
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Actual Surgery Room Entry Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Incision Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Closure Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

End of Surgery Date (Exit from OR)
Date

Distinct	301
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

End of Surgery Time (Exit from OR)
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Planned Surgery Duration
Text

Distinct	290
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	963.4 KiB

Length

Max length	19
Median length	4
Mean length	4.3952589
Min length	0

Characters and Unicode

Total characters	62483
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41 ?
Unique (%)	0.3%

Sample

1st row	114.0
2nd row	45.0
3rd row	110.0
4th row	46.0
5th row	63.0

Value	Count	Frequency (%)
120.0	339	2.4%
60.0	268	1.9%
52.0	251	1.8%
85.0	242	1.7%
73.0	229	1.6%
64.0	228	1.6%
55.0	225	1.6%
74.0	216	1.5%
66.0	205	1.4%
80.0	200	1.4%
Other values (278)	11773	83.0%

Most occurring characters

Value	Count	Frequency (%)
0	17579	28.1%
.	14176	22.7%
1	7629	12.2%
5	4201	6.7%
6	3114	5.0%
4	3014	4.8%
7	2881	4.6%
8	2615	4.2%
2	2580	4.1%
9	2466	3.9%
Other values (3)	2228	3.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	62483	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	17579	28.1%
.	14176	22.7%
1	7629	12.2%
5	4201	6.7%
6	3114	5.0%
4	3014	4.8%
7	2881	4.6%
8	2615	4.2%
2	2580	4.1%
9	2466	3.9%
Other values (3)	2228	3.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	62483	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	17579	28.1%
.	14176	22.7%
1	7629	12.2%
5	4201	6.7%
6	3114	5.0%
4	3014	4.8%
7	2881	4.6%
8	2615	4.2%
2	2580	4.1%
9	2466	3.9%
Other values (3)	2228	3.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	62483	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	17579	28.1%
.	14176	22.7%
1	7629	12.2%
5	4201	6.7%
6	3114	5.0%
4	3014	4.8%
7	2881	4.6%
8	2615	4.2%
2	2580	4.1%
9	2466	3.9%
Other values (3)	2228	3.6%

Recovery Room Entry Date
Date

Distinct	299
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Recovery Room Entry Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Recovery Room Exit Date
Date

Distinct	304
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Recovery Room Exit Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Post-Surgery Discharge Date
Date

Distinct	363
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-30 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Post-Surgery Discharge Time
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Planned Start Date for Doctor Block
Date

Distinct	298
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Planned Start Time for Doctor Block
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Planned End Date for Doctor Block
Date

Distinct	298
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	222.1 KiB

Minimum	2017-01-01 00:00:00
Maximum	2017-12-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Planned End Time for Doctor Block
Unsupported

Rejected Unsupported

Missing	0
Missing (%)	0.0%
Memory size	777.4 KiB

Readmission
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	916.3 KiB

0	14216

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14216	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14216	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	14216	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	14216	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	14216	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	14216	100.0%

strict_signature
Text

Unique

Distinct	14216
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	108
Median length	105
Mean length	104.94021
Min length	103

Characters and Unicode

Total characters	1491830
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14216 ?
Unique (%)	100.0%

Sample

1st row	1.57_63.0_60.0_20002_2017-06-18_11:00:46_13:14:00_11:18:00_12:55:00_13:14:00_14:21:00_2017-06-21_12:49:00
2nd row	1.7_79.0_64.0_20009_2017-06-28_20:11:08_22:32:00_20:21:00_22:11:00_22:32:00_23:58:00_2017-06-29_18:09:00
3rd row	1.65_76.0_25.0_20014_2017-06-18_08:56:12_12:33:00_11:40:00_12:24:00_12:33:00_14:31:00_2017-06-19_16:20:00
4th row	1.65_80.0_39.0_20002_2017-06-18_14:38:54_15:35:00_14:51:00_15:22:00_15:35:00_17:03:00_2017-06-19_10:10:00
5th row	1.65_56.0_49.0_20002_2017-09-14_16:22:00_17:30:00_16:40:00_17:10:00_17:34:00_18:29:00_2017-09-15_13:24:00

Value	Count	Frequency (%)
1.73_69.0_44.0_20007_2017-04-12_07:04:00_09:32:00_07:24:00_09:15:00_09:35:00_10:23:00_2017-04-13_11:50:00	1	< 0.1%
1.86_94.0_68.0_20002_2017-08-07_20:43:00_22:26:00_21:15:00_22:27:00_22:33:00_00:08:00_2017-08-08_12:47:00	1	< 0.1%
1.57_63.0_60.0_20002_2017-06-18_11:00:46_13:14:00_11:18:00_12:55:00_13:14:00_14:21:00_2017-06-21_12:49:00	1	< 0.1%
1.7_79.0_64.0_20009_2017-06-28_20:11:08_22:32:00_20:21:00_22:11:00_22:32:00_23:58:00_2017-06-29_18:09:00	1	< 0.1%
1.65_76.0_25.0_20014_2017-06-18_08:56:12_12:33:00_11:40:00_12:24:00_12:33:00_14:31:00_2017-06-19_16:20:00	1	< 0.1%
1.65_80.0_39.0_20002_2017-06-18_14:38:54_15:35:00_14:51:00_15:22:00_15:35:00_17:03:00_2017-06-19_10:10:00	1	< 0.1%
1.65_56.0_49.0_20002_2017-09-14_16:22:00_17:30:00_16:40:00_17:10:00_17:34:00_18:29:00_2017-09-15_13:24:00	1	< 0.1%
1.68_95.0_59.0_20014_2017-03-10_09:15:00_10:41:00_09:39:00_10:29:00_10:46:00_12:32:00_2017-03-11_11:22:00	1	< 0.1%
1.75_105.0_55.0_20011_2017-12-31_17:29:00_18:44:00_17:50:00_18:45:00_18:49:00_20:03:00_2017-12-25_17:57:00	1	< 0.1%
1.75_78.0_42.0_20014_2017-12-31_12:05:00_13:19:00_12:25:00_13:19:00_13:21:00_14:35:00_2017-12-21_08:14:00	1	< 0.1%
Other values (14206)	14206	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	389083	26.1%
:	199024	13.3%
1	187737	12.6%
_	170592	11.4%
2	123108	8.3%
7	68452	4.6%
-	56865	3.8%
5	51136	3.4%
3	49354	3.3%
4	45563	3.1%
Other values (6)	150916	10.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1491830	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	389083	26.1%
:	199024	13.3%
1	187737	12.6%
_	170592	11.4%
2	123108	8.3%
7	68452	4.6%
-	56865	3.8%
5	51136	3.4%
3	49354	3.3%
4	45563	3.1%
Other values (6)	150916	10.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1491830	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	389083	26.1%
:	199024	13.3%
1	187737	12.6%
_	170592	11.4%
2	123108	8.3%
7	68452	4.6%
-	56865	3.8%
5	51136	3.4%
3	49354	3.3%
4	45563	3.1%
Other values (6)	150916	10.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1491830	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	389083	26.1%
:	199024	13.3%
1	187737	12.6%
_	170592	11.4%
2	123108	8.3%
7	68452	4.6%
-	56865	3.8%
5	51136	3.4%
3	49354	3.3%
4	45563	3.1%
Other values (6)	150916	10.1%

No Show
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.9 KiB

False	14216

Value	Count	Frequency (%)
False	14216	100.0%

Planned Surgery Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	3895
1	3514
2	3474
3	3333

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	3895	27.4%
1	3514	24.7%
2	3474	24.4%
3	3333	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	3895	27.4%
1	3514	24.7%
2	3474	24.4%
3	3333	23.4%

Most occurring characters

Value	Count	Frequency (%)
4	3895	27.4%
1	3514	24.7%
2	3474	24.4%
3	3333	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	3895	27.4%
1	3514	24.7%
2	3474	24.4%
3	3333	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	3895	27.4%
1	3514	24.7%
2	3474	24.4%
3	3333	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	3895	27.4%
1	3514	24.7%
2	3474	24.4%
3	3333	23.4%

Administrative Admission Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	4209
3	3514
1	3425
2	3068

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	4
3rd row	1
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	4209	29.6%
3	3514	24.7%
1	3425	24.1%
2	3068	21.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	4209	29.6%
3	3514	24.7%
1	3425	24.1%
2	3068	21.6%

Most occurring characters

Value	Count	Frequency (%)
4	4209	29.6%
3	3514	24.7%
1	3425	24.1%
2	3068	21.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	4209	29.6%
3	3514	24.7%
1	3425	24.1%
2	3068	21.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	4209	29.6%
3	3514	24.7%
1	3425	24.1%
2	3068	21.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	4209	29.6%
3	3514	24.7%
1	3425	24.1%
2	3068	21.6%

Pre-Surgery Hospitalization Admission Time_Minutes
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	5109
2	3671
3	3261
1	2175

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	3
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
4	5109	35.9%
2	3671	25.8%
3	3261	22.9%
1	2175	15.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	5109	35.9%
2	3671	25.8%
3	3261	22.9%
1	2175	15.3%

Most occurring characters

Value	Count	Frequency (%)
4	5109	35.9%
2	3671	25.8%
3	3261	22.9%
1	2175	15.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	5109	35.9%
2	3671	25.8%
3	3261	22.9%
1	2175	15.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	5109	35.9%
2	3671	25.8%
3	3261	22.9%
1	2175	15.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	5109	35.9%
2	3671	25.8%
3	3261	22.9%
1	2175	15.3%

Pre-Surgical Admission Time Before Surgery_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

1	4343
4	3343
3	3295
2	3235

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	1
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
1	4343	30.6%
4	3343	23.5%
3	3295	23.2%
2	3235	22.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4343	30.6%
4	3343	23.5%
3	3295	23.2%
2	3235	22.8%

Most occurring characters

Value	Count	Frequency (%)
1	4343	30.6%
4	3343	23.5%
3	3295	23.2%
2	3235	22.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	4343	30.6%
4	3343	23.5%
3	3295	23.2%
2	3235	22.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	4343	30.6%
4	3343	23.5%
3	3295	23.2%
2	3235	22.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	4343	30.6%
4	3343	23.5%
3	3295	23.2%
2	3235	22.8%

Actual Surgery Room Entry Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	3952
1	3557
3	3441
2	3266

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	1
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	3952	27.8%
1	3557	25.0%
3	3441	24.2%
2	3266	23.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	3952	27.8%
1	3557	25.0%
3	3441	24.2%
2	3266	23.0%

Most occurring characters

Value	Count	Frequency (%)
4	3952	27.8%
1	3557	25.0%
3	3441	24.2%
2	3266	23.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	3952	27.8%
1	3557	25.0%
3	3441	24.2%
2	3266	23.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	3952	27.8%
1	3557	25.0%
3	3441	24.2%
2	3266	23.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	3952	27.8%
1	3557	25.0%
3	3441	24.2%
2	3266	23.0%

Incision Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	4002
1	3462
2	3409
3	3343

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	4002	28.2%
1	3462	24.4%
2	3409	24.0%
3	3343	23.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	4002	28.2%
1	3462	24.4%
2	3409	24.0%
3	3343	23.5%

Most occurring characters

Value	Count	Frequency (%)
4	4002	28.2%
1	3462	24.4%
2	3409	24.0%
3	3343	23.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	4002	28.2%
1	3462	24.4%
2	3409	24.0%
3	3343	23.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	4002	28.2%
1	3462	24.4%
2	3409	24.0%
3	3343	23.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	4002	28.2%
1	3462	24.4%
2	3409	24.0%
3	3343	23.5%

Closure Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	4206
2	3470
3	3332
1	3208

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	4206	29.6%
2	3470	24.4%
3	3332	23.4%
1	3208	22.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	4206	29.6%
2	3470	24.4%
3	3332	23.4%
1	3208	22.6%

Most occurring characters

Value	Count	Frequency (%)
4	4206	29.6%
2	3470	24.4%
3	3332	23.4%
1	3208	22.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	4206	29.6%
2	3470	24.4%
3	3332	23.4%
1	3208	22.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	4206	29.6%
2	3470	24.4%
3	3332	23.4%
1	3208	22.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	4206	29.6%
2	3470	24.4%
3	3332	23.4%
1	3208	22.6%

End of Surgery Time (Exit from OR)_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	4184
3	3499
2	3328
1	3205

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	4184	29.4%
3	3499	24.6%
2	3328	23.4%
1	3205	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	4184	29.4%
3	3499	24.6%
2	3328	23.4%
1	3205	22.5%

Most occurring characters

Value	Count	Frequency (%)
4	4184	29.4%
3	3499	24.6%
2	3328	23.4%
1	3205	22.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	4184	29.4%
3	3499	24.6%
2	3328	23.4%
1	3205	22.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	4184	29.4%
3	3499	24.6%
2	3328	23.4%
1	3205	22.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	4184	29.4%
3	3499	24.6%
2	3328	23.4%
1	3205	22.5%

Recovery Room Entry Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	4188
3	3624
2	3378
1	3026

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	4188	29.5%
3	3624	25.5%
2	3378	23.8%
1	3026	21.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	4188	29.5%
3	3624	25.5%
2	3378	23.8%
1	3026	21.3%

Most occurring characters

Value	Count	Frequency (%)
4	4188	29.5%
3	3624	25.5%
2	3378	23.8%
1	3026	21.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	4188	29.5%
3	3624	25.5%
2	3378	23.8%
1	3026	21.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	4188	29.5%
3	3624	25.5%
2	3378	23.8%
1	3026	21.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	4188	29.5%
3	3624	25.5%
2	3378	23.8%
1	3026	21.3%

Recovery Room Exit Time_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	4121
3	3601
2	3355
1	3139

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	4121	29.0%
3	3601	25.3%
2	3355	23.6%
1	3139	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	4121	29.0%
3	3601	25.3%
2	3355	23.6%
1	3139	22.1%

Most occurring characters

Value	Count	Frequency (%)
4	4121	29.0%
3	3601	25.3%
2	3355	23.6%
1	3139	22.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	4121	29.0%
3	3601	25.3%
2	3355	23.6%
1	3139	22.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	4121	29.0%
3	3601	25.3%
2	3355	23.6%
1	3139	22.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	4121	29.0%
3	3601	25.3%
2	3355	23.6%
1	3139	22.1%

Post-Surgery Discharge Time_Minutes
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

2	4201
3	3888
1	3519
4	2608

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	4
3rd row	3
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
2	4201	29.6%
3	3888	27.3%
1	3519	24.8%
4	2608	18.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	4201	29.6%
3	3888	27.3%
1	3519	24.8%
4	2608	18.3%

Most occurring characters

Value	Count	Frequency (%)
2	4201	29.6%
3	3888	27.3%
1	3519	24.8%
4	2608	18.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	4201	29.6%
3	3888	27.3%
1	3519	24.8%
4	2608	18.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	4201	29.6%
3	3888	27.3%
1	3519	24.8%
4	2608	18.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	4201	29.6%
3	3888	27.3%
1	3519	24.8%
4	2608	18.3%

Planned Start Time for Doctor Block_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

1	3882
3	3882
4	3633
2	2819

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	3
3rd row	2
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
1	3882	27.3%
3	3882	27.3%
4	3633	25.6%
2	2819	19.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3882	27.3%
3	3882	27.3%
4	3633	25.6%
2	2819	19.8%

Most occurring characters

Value	Count	Frequency (%)
1	3882	27.3%
3	3882	27.3%
4	3633	25.6%
2	2819	19.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	3882	27.3%
3	3882	27.3%
4	3633	25.6%
2	2819	19.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	3882	27.3%
3	3882	27.3%
4	3633	25.6%
2	2819	19.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	3882	27.3%
3	3882	27.3%
4	3633	25.6%
2	2819	19.8%

Planned End Time for Doctor Block_Minutes
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.2 KiB

4	3830
3	3645
2	3418
1	3323

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	3
3rd row	1
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
4	3830	26.9%
3	3645	25.6%
2	3418	24.0%
1	3323	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	3830	26.9%
3	3645	25.6%
2	3418	24.0%
1	3323	23.4%

Most occurring characters

Value	Count	Frequency (%)
4	3830	26.9%
3	3645	25.6%
2	3418	24.0%
1	3323	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	3830	26.9%
3	3645	25.6%
2	3418	24.0%
1	3323	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	3830	26.9%
3	3645	25.6%
2	3418	24.0%
1	3323	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	3830	26.9%
3	3645	25.6%
2	3418	24.0%
1	3323	23.4%

Interactions

Correlations

	Activity Code	Activity Type Code	Actual Operating Room Number	Actual Surgery Room Entry Time_Minutes	Administrative Admission Time_Minutes	Anesthesia Code	Anesthesiologist Code	Closure Time_Minutes	End of Surgery Time (Exit from OR)_Minutes	Incision Time_Minutes	Patient Age (on Surgery Day)	Planned End Time for Doctor Block_Minutes	Planned Operating Room Number	Planned SU Time (Large/Medium/Small)	Planned Start Time for Doctor Block_Minutes	Planned Surgery Time_Minutes	Post-Surgery Discharge Time_Minutes	Pre-Surgery Hospitalization Admission Time_Minutes	Pre-Surgery Patient File (External)	Pre-Surgical Admission Time Before Surgery_Minutes	Recovery Room Entry Time_Minutes	Recovery Room Exit Time_Minutes	Type of Anesthesia	patient_id
Activity Code	1.000	0.988	0.306	0.226	0.241	0.339	-0.036	0.228	0.229	0.226	0.155	0.236	0.230	0.071	0.274	0.225	0.225	0.187	0.010	0.232	0.229	0.193	0.339	0.015
Activity Type Code	0.988	1.000	0.229	0.112	0.112	0.344	0.264	0.098	0.096	0.107	0.111	0.111	0.232	0.052	0.157	0.104	0.132	0.096	0.029	0.104	0.098	0.080	0.344	0.178
Actual Operating Room Number	0.306	0.229	1.000	0.077	0.085	0.114	0.193	0.064	0.065	0.075	0.039	0.092	0.836	0.045	0.118	0.076	0.074	0.068	0.035	0.079	0.065	0.064	0.114	0.122
Actual Surgery Room Entry Time_Minutes	0.226	0.112	0.077	1.000	0.658	0.087	0.227	0.829	0.826	0.964	0.031	0.549	0.074	0.127	0.554	0.814	0.053	0.036	0.026	0.741	0.824	0.614	0.087	0.181
Administrative Admission Time_Minutes	0.241	0.112	0.085	0.658	1.000	0.074	0.205	0.596	0.595	0.655	0.027	0.465	0.084	0.087	0.478	0.637	0.045	0.041	0.028	0.688	0.589	0.480	0.074	0.154
Anesthesia Code	0.339	0.344	0.114	0.087	0.074	1.000	0.145	0.083	0.083	0.082	0.061	0.095	0.085	0.025	0.098	0.083	0.067	0.048	0.056	0.068	0.082	0.080	1.000	0.116
Anesthesiologist Code	-0.036	0.264	0.193	0.227	0.205	0.145	1.000	0.221	0.223	0.228	-0.027	0.238	0.149	0.042	0.257	0.226	0.077	0.075	0.040	0.233	0.221	0.193	0.145	0.028
Closure Time_Minutes	0.228	0.098	0.064	0.829	0.596	0.083	0.221	1.000	0.948	0.849	0.036	0.531	0.065	0.108	0.539	0.741	0.045	0.035	0.026	0.686	0.931	0.662	0.083	0.176
End of Surgery Time (Exit from OR)_Minutes	0.229	0.096	0.065	0.826	0.595	0.083	0.223	0.948	1.000	0.845	0.037	0.531	0.066	0.103	0.540	0.738	0.044	0.038	0.026	0.684	0.951	0.677	0.083	0.175
Incision Time_Minutes	0.226	0.107	0.075	0.964	0.655	0.082	0.228	0.849	0.845	1.000	0.031	0.552	0.072	0.124	0.554	0.814	0.052	0.034	0.026	0.743	0.842	0.621	0.082	0.182
Patient Age (on Surgery Day)	0.155	0.111	0.039	0.031	0.027	0.061	-0.027	0.036	0.037	0.031	1.000	0.033	0.012	0.000	0.030	0.040	0.053	0.109	-0.001	0.023	0.037	0.026	0.061	-0.041
Planned End Time for Doctor Block_Minutes	0.236	0.111	0.092	0.549	0.465	0.095	0.238	0.531	0.531	0.552	0.033	1.000	0.093	0.112	0.496	0.567	0.040	0.035	0.026	0.551	0.529	0.445	0.095	0.218
Planned Operating Room Number	0.230	0.232	0.836	0.074	0.084	0.085	0.149	0.065	0.066	0.072	0.012	0.093	1.000	0.044	0.120	0.088	0.073	0.068	0.044	0.077	0.066	0.061	0.085	0.121
Planned SU Time (Large/Medium/Small)	0.071	0.052	0.045	0.127	0.087	0.025	0.042	0.108	0.103	0.124	0.000	0.112	0.044	1.000	0.091	0.121	0.023	0.033	0.038	0.122	0.098	0.130	0.025	0.053
Planned Start Time for Doctor Block_Minutes	0.274	0.157	0.118	0.554	0.478	0.098	0.257	0.539	0.540	0.554	0.030	0.496	0.120	0.091	1.000	0.564	0.045	0.027	0.026	0.539	0.542	0.459	0.098	0.205
Planned Surgery Time_Minutes	0.225	0.104	0.076	0.814	0.637	0.083	0.226	0.741	0.738	0.814	0.040	0.567	0.088	0.121	0.564	1.000	0.054	0.036	0.026	0.710	0.736	0.572	0.083	0.184
Post-Surgery Discharge Time_Minutes	0.225	0.132	0.074	0.053	0.045	0.067	0.077	0.045	0.044	0.052	0.053	0.040	0.073	0.023	0.045	0.054	1.000	0.028	0.028	0.051	0.045	0.041	0.067	0.068
Pre-Surgery Hospitalization Admission Time_Minutes	0.187	0.096	0.068	0.036	0.041	0.048	0.075	0.035	0.038	0.034	0.109	0.035	0.068	0.033	0.027	0.036	0.028	1.000	0.028	0.041	0.035	0.026	0.048	0.039
Pre-Surgery Patient File (External)	0.010	0.029	0.035	0.026	0.028	0.056	0.040	0.026	0.026	0.026	-0.001	0.026	0.044	0.038	0.026	0.026	0.028	0.028	1.000	0.028	0.028	0.028	0.056	0.032
Pre-Surgical Admission Time Before Surgery_Minutes	0.232	0.104	0.079	0.741	0.688	0.068	0.233	0.686	0.684	0.743	0.023	0.551	0.077	0.122	0.539	0.710	0.051	0.041	0.028	1.000	0.679	0.547	0.068	0.191
Recovery Room Entry Time_Minutes	0.229	0.098	0.065	0.824	0.589	0.082	0.221	0.931	0.951	0.842	0.037	0.529	0.066	0.098	0.542	0.736	0.045	0.035	0.028	0.679	1.000	0.701	0.082	0.175
Recovery Room Exit Time_Minutes	0.193	0.080	0.064	0.614	0.480	0.080	0.193	0.662	0.677	0.621	0.026	0.445	0.061	0.130	0.459	0.572	0.041	0.026	0.028	0.547	0.701	1.000	0.080	0.139
Type of Anesthesia	0.339	0.344	0.114	0.087	0.074	1.000	0.145	0.083	0.083	0.082	0.061	0.095	0.085	0.025	0.098	0.083	0.067	0.048	0.056	0.068	0.082	0.080	1.000	0.116
patient_id	0.015	0.178	0.122	0.181	0.154	0.116	0.028	0.176	0.175	0.182	-0.041	0.218	0.121	0.053	0.205	0.184	0.068	0.039	0.032	0.191	0.175	0.139	0.116	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	patient_id	Site Code	Main Surgeon Code	Activity Code	Activity Type Code	Planned SU Time (Large/Medium/Small)	Pre-Surgery Patient File (External)	Pre-Surgery Admission Date	Height	Weight	Patient Age (on Surgery Day)	Background Diseases/Diagnoses	Planned Surgery Date	Planned Surgery Time	Surgery Admission Date	Administrative Admission Time	Planned Operating Room Number	Pre-Surgery Hospitalization Admission Date	Pre-Surgery Hospitalization Admission Time	Pre-Surgical Admission Time Before Surgery	Surgical Team Codes	Anesthesiologist Code	Anesthesia Code	Type of Anesthesia	Actual Operating Room Number	Actual Surgery Room Entry Date	Actual Surgery Room Entry Time	Incision Time	Closure Time	End of Surgery Date (Exit from OR)	End of Surgery Time (Exit from OR)	Planned Surgery Duration	Recovery Room Entry Date	Recovery Room Entry Time	Recovery Room Exit Date	Recovery Room Exit Time	Post-Surgery Discharge Date	Post-Surgery Discharge Time	Planned Start Date for Doctor Block	Planned Start Time for Doctor Block	Planned End Date for Doctor Block	Planned End Time for Doctor Block	strict_signature	No Show	Planned Surgery Time_Minutes	Administrative Admission Time_Minutes	Pre-Surgery Hospitalization Admission Time_Minutes	Pre-Surgical Admission Time Before Surgery_Minutes	Actual Surgery Room Entry Time_Minutes	Incision Time_Minutes	Closure Time_Minutes	End of Surgery Time (Exit from OR)_Minutes	Recovery Room Entry Time_Minutes	Recovery Room Exit Time_Minutes	Post-Surgery Discharge Time_Minutes	Planned Start Time for Doctor Block_Minutes	Planned End Time for Doctor Block_Minutes
0	1	20	-999, 30817	81.51	15	20.0	23457403.0	2017-06-08	1.57	63.0	60.0	Asthma PSORIATIC ARTHRITIS, severe arthritis	2017-06-18	10:50:00	2017-06-18	07:30:04	20002.0	2017-06-08	09:45:00	10:07:00	126.0, 30817.0, 315.0, 321566226.0, 33535543.0, 33724626.0, 8.0	2064.0	1.0	General	20002	2017-06-18	11:00:46	11:18:00	12:55:00	2017-06-18	13:14:00	114.0	2017-06-18	13:14:00	2017-06-18	14:21:00	2017-06-21	12:49:00	2017-06-18	07:00:00	2017-06-18	12:44:00	1.57_63.0_60.0_20002_2017-06-18_11:00:46_13:14:00_11:18:00_12:55:00_13:14:00_14:21:00_2017-06-21_12:49:00	False	2	1	2	2	2	2	2	2	2	2	2	1	1
1	2	20	-999, 18731	65.21	22	20.0	23457802.0	2017-06-15	1.7	79.0	64.0	BRCA possitive, Diabetes mellitus Hypercholesterolemia 2005 נונהודג'קין - טופלה בהקרנות 2008 הישנות של למפומה בירך שמאל - טופלה בכימו 2010 הישנות בירך עברה השתלת מח עצם עצמית נשאות של BRCA 2013 MI - יש אישור של קרדיולוג	2017-06-28	20:10:00	2017-06-28	17:55:48	20009.0	2017-06-15	11:59:00	18:25:00		1417.0	1.0	General	20009	2017-06-28	20:11:08	20:21:00	22:11:00	2017-06-28	22:32:00	45.0	2017-06-28	22:32:00	2017-06-28	23:58:00	2017-06-29	18:09:00	2017-06-28	15:00:00	2017-06-28	20:55:00	1.7_79.0_64.0_20009_2017-06-28_20:11:08_22:32:00_20:21:00_22:11:00_22:32:00_23:58:00_2017-06-29_18:09:00	False	4	4	2	4	4	4	4	4	4	4	4	3	3
6	7	20	-999, 18796	65.21	22	0.0	23457800.0	2017-06-15	1.65	76.0	25.0	OVARIA CYST, ovarian polycystic חסימה בחצוצרה ימנית	2017-06-18	10:40:00	2017-06-18	07:39:20	20010.0	2017-06-15	14:25:00	08:11:00	142.0, 16096.0, 16415572.0, 18796.0, 314291626.0, 57475287.0	1223.0	1.0	General	20014	2017-06-18	08:56:12	11:40:00	12:24:00	2017-06-18	12:33:00	110.0	2017-06-18	12:33:00	2017-06-18	14:31:00	2017-06-19	16:20:00	2017-06-18	10:40:00	2017-06-18	12:30:00	1.65_76.0_25.0_20014_2017-06-18_08:56:12_12:33:00_11:40:00_12:24:00_12:33:00_14:31:00_2017-06-19_16:20:00	False	2	1	3	1	1	2	2	2	2	2	3	2	1
8	9	20	-999, 31448	65.21	22	20.0	23457631.0	2017-06-13	1.65	80.0	39.0	Depressive disorder POLYCYSTIC OVARIES, נשאית BRCA1	2017-06-18	13:46:00	2017-06-18	11:18:55	20003.0	2017-06-13	07:46:00	11:37:00	101.0, 171.0, 314421264.0, 31448.0, 315.0, 322138181.0	2064.0	1.0	General	20002	2017-06-18	14:38:54	14:51:00	15:22:00	2017-06-18	15:35:00	46.0	2017-06-18	15:35:00	2017-06-18	17:03:00	2017-06-19	10:10:00	2017-06-18	13:00:00	2017-06-18	15:21:00	1.65_80.0_39.0_20002_2017-06-18_14:38:54_15:35:00_14:51:00_15:22:00_15:35:00_17:03:00_2017-06-19_10:10:00	False	3	3	1	2	3	3	3	3	3	3	1	3	2
25	26	20	-999, 23054	65.21	22	20.0	23462326.0	2017-09-12	1.65	56.0	49.0	Hypothyroidism Osteoporosis סרטן שד עברה כימו 2017, Lap B.S.O.	2017-09-14	16:10:00	2017-09-14	13:25:38	20001.0	2017-09-12	10:38:00	13:53:00		3739.0	1.0	General	20002	2017-09-14	16:22:00	16:40:00	17:10:00	2017-09-14	17:30:00	63.0	2017-09-14	17:34:00	2017-09-14	18:29:00	2017-09-15	13:24:00	2017-09-14	16:10:00	2017-09-14	18:55:00	1.65_56.0_49.0_20002_2017-09-14_16:22:00_17:30:00_16:40:00_17:10:00_17:34:00_18:29:00_2017-09-15_13:24:00	False	3	3	2	3	3	3	3	3	3	3	3	4	3
37	38	20	2982	26.33	19	0.0	23452678.0	2017-03-06	1.68	95.0	59.0	sialolithiasis, תת פעילות של בלוטת התריס	2017-03-10	08:33:00	2017-03-10	07:16:20	20013.0	2017-03-06	20:10:00	08:23:00	16829.0, 171.0, 265.0, 2982.0, 317388460.0, 322011677.0	2047.0	1.0	General	20014	2017-03-10	09:15:00	09:39:00	10:29:00	2017-03-10	10:41:00	93.0	2017-03-10	10:46:00	2017-03-10	12:32:00	2017-03-11	11:22:00	2017-03-10	07:00:00	2017-03-10	10:06:00	1.68_95.0_59.0_20014_2017-03-10_09:15:00_10:41:00_09:39:00_10:29:00_10:46:00_12:32:00_2017-03-11_11:22:00	False	1	1	4	1	1	1	1	1	1	2	2	1	1
38	39	20	2982	26.33	19	17.0	23448972.0	2017-01-02	1.84	62.0	44.0	SYALOLITHIASIS	2017-01-13	07:00:00	2017-01-13	05:56:48	20009.0	2017-01-02	17:59:00	06:15:00	2982.0, 29894.0, 300861119.0, 304366115.0, 39046503.0, 57691792.0	1723.0	1.0	General	20009	2017-01-13	07:16:00	07:36:00	09:00:00	2017-01-13	09:18:00	93.0	2017-01-13	09:29:00	2017-01-13	10:26:00	2017-01-14	11:16:00	2017-01-13	07:00:00	2017-01-13	08:33:00	1.84_62.0_44.0_20009_2017-01-13_07:16:00_09:18:00_07:36:00_09:00:00_09:29:00_10:26:00_2017-01-14_11:16:00	False	1	1	4	1	1	1	1	1	1	1	2	1	1
39	40	20	2982	26.33	19	17.0	23467435.0	2017-12-25	1.93	129.0	60.0	Diabetes mellitus Hypertension כבד שומני שחמת הכבד-נמצא במעקב מרפאת כבד תל השומר טרומבוציטופניה-PLT 58 ידוע נמצא במעקב בתל השומר נורופתיה ברגליים, LT PAROTIS SYALOLITHASIS	2017-12-29	10:06:00	2017-12-29	09:26:20	20006.0	2017-12-25	16:42:00	09:42:00	239.0, 266.0, 2982.0, 304047665.0, 36424.0	2440.0	17.0	MAC	20006	2017-12-29	11:22:00	11:31:00	12:06:00	2017-12-29	12:09:00	93.0	2017-12-29	12:13:00	2017-12-29	12:51:00	2017-12-30	13:16:00	2017-12-29	07:00:00	2017-12-29	13:12:00	1.93_129.0_60.0_20006_2017-12-29_11:22:00_12:09:00_11:31:00_12:06:00_12:13:00_12:51:00_2017-12-30_13:16:00	False	2	2	4	2	2	2	2	2	2	2	2	1	1
40	41	20	2982	26.33	19	18.0	23454402.0	2017-04-09	1.73	69.0	44.0	Hypertension, SIALOENDOSCOPY	2017-04-12	07:00:00	2017-04-12	06:20:23	20007.0	2017-04-09	07:40:00	06:32:00	126.0, 25194887.0, 2982.0, 308237197.0, 317388460.0, 39046503.0	2305.0	1.0	General	20007	2017-04-12	07:04:00	07:24:00	09:15:00	2017-04-12	09:32:00	93.0	2017-04-12	09:35:00	2017-04-12	10:23:00	2017-04-13	11:50:00	2017-04-12	07:00:00	2017-04-12	08:33:00	1.73_69.0_44.0_20007_2017-04-12_07:04:00_09:32:00_07:24:00_09:15:00_09:35:00_10:23:00_2017-04-13_11:50:00	False	1	1	1	1	1	1	1	1	1	1	2	1	1
41	42	20	2982	26.33	19	20.0	23452673.0	2017-03-06	1.72	67.0	31.0	אבנים בבלוטת הרוק שמאל, הפטיטיס אוטואימוני	2017-03-10	07:00:00	2017-03-10	05:51:15	20013.0	2017-03-10	06:10:00	06:10:00	16829.0, 171.0, 265.0, 2982.0, 317388460.0, 322011677.0	2047.0	1.0	General	20013	2017-03-10	07:20:00	07:41:00	08:33:00	2017-03-10	08:42:00	93.0	2017-03-10	08:49:00	2017-03-10	09:48:00	2017-03-11	11:21:00	2017-03-10	07:00:00	2017-03-10	10:06:00	1.72_67.0_31.0_20013_2017-03-10_07:20:00_08:42:00_07:41:00_08:33:00_08:49:00_09:48:00_2017-03-11_11:21:00	False	1	1	1	1	1	1	1	1	1	1	2	1	1

	patient_id	Site Code	Main Surgeon Code	Activity Code	Activity Type Code	Planned SU Time (Large/Medium/Small)	Pre-Surgery Patient File (External)	Pre-Surgery Admission Date	Height	Weight	Patient Age (on Surgery Day)	Background Diseases/Diagnoses	Planned Surgery Date	Planned Surgery Time	Surgery Admission Date	Administrative Admission Time	Planned Operating Room Number	Pre-Surgery Hospitalization Admission Date	Pre-Surgery Hospitalization Admission Time	Pre-Surgical Admission Time Before Surgery	Surgical Team Codes	Anesthesiologist Code	Anesthesia Code	Type of Anesthesia	Actual Operating Room Number	Actual Surgery Room Entry Date	Actual Surgery Room Entry Time	Incision Time	Closure Time	End of Surgery Date (Exit from OR)	End of Surgery Time (Exit from OR)	Planned Surgery Duration	Recovery Room Entry Date	Recovery Room Entry Time	Recovery Room Exit Date	Recovery Room Exit Time	Post-Surgery Discharge Date	Post-Surgery Discharge Time	Planned Start Date for Doctor Block	Planned Start Time for Doctor Block	Planned End Date for Doctor Block	Planned End Time for Doctor Block	strict_signature	No Show	Planned Surgery Time_Minutes	Administrative Admission Time_Minutes	Pre-Surgery Hospitalization Admission Time_Minutes	Pre-Surgical Admission Time Before Surgery_Minutes	Actual Surgery Room Entry Time_Minutes	Incision Time_Minutes	Closure Time_Minutes	End of Surgery Time (Exit from OR)_Minutes	Recovery Room Entry Time_Minutes	Recovery Room Exit Time_Minutes	Post-Surgery Discharge Time_Minutes	Planned Start Time for Doctor Block_Minutes	Planned End Time for Doctor Block_Minutes
44002	44003	20	28471	42.1	12	20.0	23467511.0	2017-12-26	1.67	109.0	40.0		2017-12-31	19:30:00	2017-12-31	16:49:23	20005.0	2017-12-26	16:32:00	17:08:00		1407.0	1.0	General	20011	2017-12-31	20:42:00	20:53:00	22:19:00	2017-12-31	22:20:00	120.0	2017-12-31	22:24:00	2017-12-31	23:46:00	2017-12-26	16:32:00	2017-12-31	17:05:00	2017-12-31	23:00:00	1.67_109.0_40.0_20011_2017-12-31_20:42:00_22:20:00_20:53:00_22:19:00_22:24:00_23:46:00_2017-12-26_16:32:00	False	4	4	4	4	4	4	4	4	4	4	3	4	4
44005	44006	20	29933	26.32	19	20.0	23462624.0	2017-09-19	1.6	58.0	46.0	parotidectomy	2017-09-25	17:00:00	2017-09-25	15:11:32	20015.0	2017-09-19	07:28:00	15:43:00	139.0, 276.0, 285.0, 29933.0, 307618652.0, 324.0	1884.0	1.0	General	20015	2017-09-25	17:33:00	17:57:00	18:24:00	2017-09-25	18:34:00	113.0	2017-09-25	18:38:00	2017-09-25	19:06:00	2017-09-26	08:52:00	2017-09-25	17:00:00	2017-09-25	18:53:00	1.6_58.0_46.0_20015_2017-09-25_17:33:00_18:34:00_17:57:00_18:24:00_18:38:00_19:06:00_2017-09-26_08:52:00	False	3	4	1	3	4	4	3	3	3	3	1	4	3
44006	44007	20	30817	81.54	15	20.0	23467236.0	2017-12-21	1.7	85.0	65.0		2017-12-31	07:00:00	2017-12-31	19:17:46	20001.0	2017-12-21	07:24:00	06:40:00		3249.0	4.0	Spinal	20001	2017-12-31	07:06:00	07:32:00	08:27:00	2017-12-31	08:34:00	115.0	2017-12-31	08:36:00	2017-12-31	10:54:00	2017-12-30	19:30:00	2017-12-31	07:00:00	2017-12-31	10:50:00	1.7_85.0_65.0_20001_2017-12-31_07:06:00_08:34:00_07:32:00_08:27:00_08:36:00_10:54:00_2017-12-30_19:30:00	False	1	4	1	1	1	1	1	1	1	1	4	1	1
44015	44016	20	320679723	85.7	8	17.0	23465244.0	2017-11-15	1.68	71.0	47.0	CA OF BREAST	2017-11-27	11:00:00	2017-11-27	08:40:44	20005.0	2017-11-15	10:12:00	09:45:00	320679723.0	1667.0	1.0	General	20004	2017-11-27	12:02:00	12:32:00	15:36:00	2017-11-27	15:45:00	235.0	2017-11-27	15:47:00	2017-11-27	16:45:00	2017-11-29	11:44:00	2017-11-27	11:00:00	2017-11-27	14:55:00	1.68_71.0_47.0_20004_2017-11-27_12:02:00_15:45:00_12:32:00_15:36:00_15:47:00_16:45:00_2017-11-29_11:44:00	False	2	2	2	2	2	2	3	3	3	3	2	2	2
44026	44027	20	18796	68.2	22	11.0	23450049.0	2017-01-19	1.64	87.0	56.0	סטרס איקוטננס	2017-01-22	10:45:00	2017-01-22	07:23:24	20013.0	2017-01-19	18:51:00	07:42:00		2068.0	1.0	General	20013	2017-01-22	10:40:00	10:55:00	12:13:00	2017-01-22	12:15:00	67.0	2017-01-22	12:19:00	2017-01-22	13:36:00	2017-01-23	13:34:00	2017-01-22	09:30:00	2017-01-22	11:52:00	1.64_87.0_56.0_20013_2017-01-22_10:40:00_12:15:00_10:55:00_12:13:00_12:19:00_13:36:00_2017-01-23_13:34:00	False	2	1	4	1	2	2	2	2	2	2	3	2	1
44027	44028	20	18880	57	17	20.0	23462191.0	2017-09-10	1.72	67.0	41.0	TU OF BLADDER +הצרות של השופכה	2017-09-12	21:25:00	2017-09-12	15:03:53	20010.0	2017-09-10	14:22:00	15:34:00		2157.0	1.0	General	20010	2017-09-12	20:07:00	20:27:00	21:07:00	2017-09-12	21:29:00	95.0	2017-09-12	21:32:00	2017-09-12	23:34:00	2017-09-17	14:26:00	2017-09-12	17:00:00	2017-09-12	23:00:00	1.72_67.0_41.0_20010_2017-09-12_20:07:00_21:29:00_20:27:00_21:07:00_21:32:00_23:34:00_2017-09-17_14:26:00	False	4	4	3	3	4	4	4	4	4	4	3	4	4
44030	44031	20	20636	42.3	12	20.0	23467329.0	2017-12-24	1.75	123.0	35.0		2017-12-31	07:00:00	2017-12-31	20:01:38	20010.0	2017-12-24	09:06:00	06:35:00		2065.0	1.0	General	20010	2017-12-31	07:08:00	07:35:00	09:19:00	2017-12-31	09:21:00	108.0	2017-12-31	09:23:00	2017-12-31	11:47:00	2017-12-30	22:03:00	2017-12-31	07:00:00	2017-12-31	12:54:00	1.75_123.0_35.0_20010_2017-12-31_07:08:00_09:21:00_07:35:00_09:19:00_09:23:00_11:47:00_2017-12-30_22:03:00	False	1	4	2	1	1	1	1	1	1	2	4	1	1
44036	44037	20	23236	65.21	22	20.0	23454103.0	2017-03-30	1.62	100.0	59.0	CA OF OVARY	2017-04-03	15:10:00	2017-04-03	11:56:36	20010.0	2017-03-30	21:30:00	12:25:00	23236.0	1681.0	1.0	General	20010	2017-04-03	15:36:00	15:55:00	16:48:00	2017-04-03	16:54:00	161.0	2017-04-03	16:57:00	2017-04-03	18:36:00	2017-04-04	16:32:00	2017-04-03	15:10:00	2017-04-03	19:50:00	1.62_100.0_59.0_20010_2017-04-03_15:36:00_16:54:00_15:55:00_16:48:00_16:57:00_18:36:00_2017-04-04_16:32:00	False	3	3	4	3	3	3	3	3	3	3	3	3	3
44041	44042	20	29403	42.3	12	16.0	23467288.0	2017-12-21	1.58	125.0	51.0		2017-12-31	12:05:00	2017-12-31	10:08:27	20009.0	2017-12-21	16:17:00	10:35:00		3739.0	1.0	General	20009	2017-12-31	14:19:00	15:15:00	16:31:00	2017-12-31	16:40:00	143.0	2017-12-31	16:42:00	2017-12-31	18:18:00	2017-12-21	16:17:00	2017-12-31	12:05:00	2017-12-31	17:00:00	1.58_125.0_51.0_20009_2017-12-31_14:19:00_16:40:00_15:15:00_16:31:00_16:42:00_18:18:00_2017-12-21_16:17:00	False	2	2	4	2	3	3	3	3	3	3	3	3	3
44044	44045	20	31865	83.87	15	20.0	23460317.0	2017-08-01	1.86	94.0	68.0	RETROCALCANEAL BURSITIS	2017-08-07	18:45:00	2017-08-07	18:06:25	20002.0	2017-08-01	18:35:00	18:36:00		1219.0	1.0	General	20002	2017-08-07	20:43:00	21:15:00	22:27:00	2017-08-07	22:26:00	162.0	2017-08-07	22:33:00	2017-08-08	00:08:00	2017-08-08	12:47:00	2017-08-07	17:00:00	2017-08-07	21:27:00	1.86_94.0_68.0_20002_2017-08-07_20:43:00_22:26:00_21:15:00_22:27:00_22:33:00_00:08:00_2017-08-08_12:47:00	False	4	4	4	4	4	4	4	4	4	1	2	4	4

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values